It can run on the phone itself, or on any other machine that can reach the phone through `adb`. With a vision-capable model, it can observe screenshots, operate the device, and complete multi-step tasks. It can also expose the same capabilities as an MCP server, so tools such as OpenClaw and PicoClaw can control the phone indirectly.

An MCP server that gives AI assistants full control over native Windows applications — launch, inspect, click, type, screenshot, and test any WinUI3, WPF, WinForms, or Win32 app.

Shodan MCP server for Claude, Cursor & VS Code. 20 tools for passive reconnaissance, CVE/CPE intelligence, DNS analysis, and device search. 4 tools work free without an API key. OSINT and vulnerability research from your IDE.

一个基于 PyAutoGUI 的 MCP 和 HTTP 服务器包装器，助你打造os agent

Agentic Workflow Starter：Antigravity × Gemini CLI × Jules CLI × Stitch MCP

MCP App for navigating GitHub Copilot usage metrics with interactive dashboards

Curl like MCP cli program

godot mcp

gaggimate mcp

Allows AI agents to talk to Delphi 11, 12, 13 LSP Server (DelphiLSP.exe <- Requires a valid Delphi/Embarcadero license !)

All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switching, MCP servers, Skills, Prompts management. Now with Web UI for headless/SSH environments.

Easy way to get started using Claude Code and the CloudZero MCP server to analyze your cloud cost.

AI-Suite - n8n, Open WebUI, OpenCode, Llama.cpp/Ollama, Flowise, Langfuse, MCP Gateway and more!

This contains a MCP Server that has all the documentation for WPILib.

JEB MCP Server for Claude Desktop integration. AI-assisted Android APK reverse engineering with decompilation, batch renaming, cross-references, and resource analysis.

MCP server for controlling Power BI Desktop through Claude

Generate FastMCP 3.x Servers from OpenAPI Specs

Open-source toolkit enabling developers to integrate You.com's AI capabilities into their workflows

High-Performance MCP Server for Perfex CRM with direct MySQL access and 30+ tools

Self-hosted Puppeteer MCP server with remote SSE access, API key authentication, and Docker deployment. Complete tool suite for browser automation via Model Context Protocol.

MCP/API server that helps you to connect to different lead generation app

Python MCP server providing AI coding assistants with OpenTelemetry documentation, examples, and instrumentation guidance

The Joomla MCP Server facilitates interaction between AI assistants (like Claude) and Joomla websites through the Joomla Web Services API. It provides tools to manage articles, including retrieving, creating, updating, and deleting content, as well as managing article states.

AWS Athena MCP using FastMCP